Automatic short answer scoring using words overlapping methods

Assessment is one of the most important things in studying. In this digital era, there are a lot of systems that have developed to handle assessment automatically. One of the system assessments that were developed by researcher is automatic scoring for essay. There are two types of essay; long and short answer essays. This paper is focused on the development of automatic short answer scoring. Some automatic scoring systems used on long answer have shown optimal results in giving a score on the students answer. Automatic long answer systems use the information retrieval method to measure similarity between students answer and references answer. Automatic short answer scoring does not give the best result yet. Short answer has a limited word in each answer. Each answer consists of one phrase to three sentences. Assessment of the short description that has limited number of words requires special handling, especially in the weighting process. With the limitations of the process of weighting the word, it cann...

[1]  Fakhroddin Noorbehbahani,et al.  The automatic assessment of free text answers using a modified BLEU algorithm , 2011, Comput. Educ..

[2]  Yasuyo Sawaki,et al.  A Reliable Approach to Automatic Assessment of Short Answer Free Responses , 2002, COLING.

[3]  Angelo Kyrilov,et al.  Automated assessment of short free-text responses in computer science using latent semantic analysis , 2011, ITiCSE '11.

[4]  Martin Chodorow,et al.  C-rater: Automated Scoring of Short-Answer Questions , 2003, Comput. Humanit..

[5]  Amitkumar Manekar,et al.  Online Examination with short text matching , 2014, 2014 IEEE Global Conference on Wireless Computing & Networking (GCWCN).

[6]  Wael Hassan Gomaa,et al.  Automatic scoring for answers to Arabic test questions , 2014, Comput. Speech Lang..

[7]  Mohd Juzaiddin Ab Aziz,et al.  Automatic Essay Grading System for Short Answers in English Language , 2013, J. Comput. Sci..

[8]  Rafik Braham,et al.  Using concept maps in knowledge assessment of short and open answer questions , 2013, 2013 17th International Conference on System Theory, Control and Computing (ICSTCC).

[9]  Benno Stein,et al.  The Eras and Trends of Automatic Short Answer Grading , 2015, International Journal of Artificial Intelligence in Education.

[10]  Stephen G. Pulman,et al.  Automatic Short Answer Marking , 2005, ACL 2005.

[11]  Kinshuk,et al.  Auto-Assessor: Computerized Assessment System for Marking Student's Short-Answers Automatically , 2011, 2011 IEEE International Conference on Technology for Education.

[12]  Chun-Yen Chang,et al.  Assessing Creative Problem-solving with Automated Text Grading , 2008 .

[13]  Wen-Juan Hou,et al.  Automatic Assessment of Students' Free-Text Answers with Different Levels , 2011, Int. J. Artif. Intell. Tools.

[14]  John Blackmore,et al.  Proceedings of the Twenty-Second International FLAIRS Conference (2009) c-rater:Automatic Content Scoring for Short Constructed Responses , 2022 .

[15]  Fátima Rodrigues,et al.  Automatic Assessment of Short Free Text Answers , 2012, CSEDU.

[16]  Stephen Pulman,et al.  Automarking: using computational linguistics to score short‚ free−text responses , 2003 .

[17]  Rosheena Siddiqi,et al.  Improving Teaching and Learning through Automated Short-Answer Marking , 2010, IEEE Transactions on Learning Technologies.

[18]  Rada Mihalcea,et al.  Text-to-Text Semantic Similarity for Automatic Short Answer Grading , 2009, EACL.